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Diagnosis, Computer-Assisted --- Diagnostic Techniques and Procedures --- Decision Making, Computer-Assisted --- Diagnosis --- Image Interpretation, Computer-Assisted --- Diagnostic Imaging --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Medical Informatics Applications --- Medical Informatics --- Information Science --- Information Sciences --- Science, Information --- Sciences, Information --- Computer Science, Medical --- Health Informatics --- Health Information Technology --- Informatics, Clinical --- Informatics, Medical --- Information Science, Medical --- Clinical Informatics --- Medical Computer Science --- Medical Information Science --- Health Information Technologies --- Informatics, Health --- Information Technology, Health --- Medical Computer Sciences --- Medical Information Sciences --- Science, Medical Computer --- Technology, Health Information --- Computational Biology --- Biomedical Technology --- American Recovery and Reinvestment Act --- Application, Medical Informatics --- Applications, Medical Informatics --- Informatics Applications, Medical --- Informatics Application, Medical --- Medical Informatics Application --- Biomedical Engineering --- Diagnostic Technics and Procedures --- Technics and Procedures, Diagnostic --- Techniques and Procedures, Diagnostic --- Sensitivity and Specificity --- Imaging, Diagnostic --- Imaging, Medical --- Medical Imaging --- Radiologic and Imaging Nursing --- Image Processing, Computer-Assisted --- Image Interpretation, Computer Assisted --- Computer-Assisted Image Interpretation --- Computer-Assisted Image Interpretations --- Image Interpretations, Computer-Assisted --- Interpretation, Computer-Assisted Image --- Interpretations, Computer-Assisted Image --- Antemortem Diagnosis --- Diagnoses and Examinations --- Examinations and Diagnoses --- Postmortem Diagnosis --- Antemortem Diagnoses --- Diagnoses --- Diagnoses, Antemortem --- Diagnoses, Postmortem --- Diagnosis, Antemortem --- Diagnosis, Postmortem --- Postmortem Diagnoses --- Disease --- Computer-Assisted Decision Making --- Medical Decision Making, Computer-Assisted --- Computer Assisted Decision Making --- Decision Making, Computer Assisted --- Medical Decision Making, Computer Assisted --- Computer-Assisted Diagnosis --- Computer Assisted Diagnosis --- Computer-Assisted Diagnoses --- Diagnoses, Computer-Assisted --- Diagnosis, Computer Assisted --- methods --- diagnosis --- Computer vision --- Diagnostic imaging --- Image processing --- Vision par ordinateur --- Imagerie pour le diagnostic --- Traitement d'images --- congresses. --- Congresses --- Digital techniques --- Congrès --- Techniques numériques
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This book constitutes the refereed proceedings of the 6th Conference on Artificial Intelligence in Medicine Europe, AIME'97, held in Grenoble, France, in March 1997. The volume presents 33 revised full papers selected from a total of 82 submissions; also included are three invited presentations and 25 posters. The papers are organized in topical sections on protocols and guidelines, knowledge acquisition and learning, decision-support theories, diagnostic problem solving, probabilistic models and fuzzy logic, temporal reasoning and planning, natural language and terminology, image and signal processing, and hybrid and cooperative systems.
Artificial intelligence --- Decision Making, Computer-Assisted --- Artificial Intelligence --- Medical Informatics Applications --- Computing Methodologies --- Information Science --- Medical Informatics --- Medical & Biomedical Informatics --- Medicine --- Health & Biological Sciences --- Congresses --- Medical applications --- #TELE:SISTA --- Computer Science, Medical --- Health Information Technology --- Informatics, Clinical --- Informatics, Medical --- Information Science, Medical --- Clinical Informatics --- Medical Computer Science --- Medical Information Science --- Health Information Technologies --- Information Technologies, Health --- Information Technology, Health --- Medical Computer Sciences --- Medical Information Sciences --- Science, Medical Computer --- Technologies, Health Information --- Technology, Health Information --- Information Sciences --- Science, Information --- Sciences, Information --- High Performance Computing --- Methodologies, Computing --- Computing Methodology --- Computing, High Performance --- Methodology, Computing --- Performance Computing, High --- Application, Medical Informatics --- Applications, Medical Informatics --- Informatics Applications, Medical --- Informatics Application, Medical --- Medical Informatics Application --- Computational Intelligence --- AI (Artificial Intelligence) --- Computer Reasoning --- Computer Vision Systems --- Knowledge Acquisition (Computer) --- Knowledge Representation (Computer) --- Machine Intelligence --- Acquisition, Knowledge (Computer) --- Computer Vision System --- Intelligence, Artificial --- Intelligence, Computational --- Intelligence, Machine --- Knowledge Representations (Computer) --- Reasoning, Computer --- Representation, Knowledge (Computer) --- System, Computer Vision --- Systems, Computer Vision --- Vision System, Computer --- Vision Systems, Computer --- Computer-Assisted Decision Making --- Medical Decision Making, Computer-Assisted --- Computer Assisted Decision Making --- Decision Making, Computer Assisted --- Medical Decision Making, Computer Assisted --- Medicine. --- Health informatics. --- Artificial intelligence. --- Biomedicine. --- Biomedicine general. --- Artificial Intelligence (incl. Robotics). --- Health Informatics. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Clinical informatics --- Health informatics --- Medical information science --- Information science --- Clinical sciences --- Medical profession --- Human biology --- Life sciences --- Medical sciences --- Pathology --- Physicians --- Data processing --- Medical applications&delete& --- Congresses. --- Expert systems (Computer science) --- Decision Making [Computer Assisted] --- Diagnosis [Computer assisted ] --- Medical records --- Artificial Intelligence. --- Data processing. --- EHR systems --- EHR technology --- EHRs (Electronic health records) --- Electronic health records --- Electronic medical records --- EMR systems --- EMRs (Electronic medical records) --- Information storage and retrieval systems --- Health Workforce --- Medical care --- Biomedicine, general. --- Medical applications&delete&&delete&
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Image-Guided Cancer Therapy: A Multidisciplinary Approach provides clinicians with in-depth coverage of the growing, dynamic field of interventional oncology. Combining the knowledge of expert editors and authors into one powerhouse reference, this book looks at tumor ablation, HIFU, embolic therapies, emerging technologies, and radiation therapy throughout the body (liver, bone, breast, gynecologic and prostate cancers, to name just a few) , and includes discussion of different imaging modalities. In the words of Peter Mueller, MD, author of the book’s Foreword: “… The senior authors are all world renowned experts in interventional oncology, which is another example of the high quality authorship and experience that is brought to this book. The later chapters discuss therapies that are simply not covered in any other source. Everyone who is doing or wants to do ablation therapies and interventional oncology will face a time when they will be asked to use their expertise in less used and less investigated areas. There is nowhere else where the reader can get information on the prostate, breast, and gynecologic areas, and especially pediatrics….This book is an outstanding contribution to the literature and will become a ‘must read’ for all physicians who are interested in Interventional Oncology.”.
Cancer --- Image-guided radiation therapy --- Decision Making, Computer-Assisted --- Medicine --- Therapeutics --- Diseases --- Health Occupations --- Medical Informatics Applications --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Medical Informatics --- Disciplines and Occupations --- Information Science --- Therapy, Computer-Assisted --- Neoplasms --- Pathology --- Health & Biological Sciences --- Oncology --- Radiotherapy --- Pathologies --- Disease --- Benign Neoplasms --- Malignancy --- Neoplasia --- Neoplasm --- Neoplasms, Benign --- Tumors --- Benign Neoplasm --- Cancers --- Malignancies --- Neoplasias --- Neoplasm, Benign --- Tumor --- Computer-Assisted Protocol-Directed Therapy --- Therapy, Computer-Assisted Protocol-Directed --- Computer-Assisted Therapy --- Protocol-Directed Therapy, Computer-Assisted --- Computer Assisted Protocol Directed Therapy --- Computer Assisted Therapy --- Computer-Assisted Protocol-Directed Therapies --- Computer-Assisted Therapies --- Protocol Directed Therapy, Computer Assisted --- Protocol-Directed Therapies, Computer-Assisted --- Therapies, Computer-Assisted --- Therapies, Computer-Assisted Protocol-Directed --- Therapy, Computer Assisted --- Therapy, Computer Assisted Protocol Directed --- Information Sciences --- Science, Information --- Sciences, Information --- Application, Medical Informatics --- Applications, Medical Informatics --- Informatics Applications, Medical --- Informatics Application, Medical --- Medical Informatics Application --- Health Professions --- Health Occupation --- Health Profession --- Occupation, Health --- Occupations, Health --- Profession, Health --- Professions, Health --- Computer Science, Medical --- Health Information Technology --- Informatics, Clinical --- Informatics, Medical --- Information Science, Medical --- Clinical Informatics --- Medical Computer Science --- Medical Information Science --- Health Information Technologies --- Information Technologies, Health --- Information Technology, Health --- Medical Computer Sciences --- Medical Information Sciences --- Science, Medical Computer --- Technologies, Health Information --- Technology, Health Information --- Therapy --- Treatment --- Therapeutic --- Therapies --- Treatments --- Medical Specialities --- Medical Specialties --- Medical Specialty --- Specialities, Medical --- Specialties, Medical --- Specialty, Medical --- Medical Speciality --- Speciality, Medical --- Computer-Assisted Decision Making --- Medical Decision Making, Computer-Assisted --- Computer Assisted Decision Making --- Decision Making, Computer Assisted --- Medical Decision Making, Computer Assisted --- IGRT (Image-guided radiation therapy) --- Image-guided radiotherapy --- pathology --- therapy --- Medicine. --- Radiology. --- Interventional radiology. --- Oncology. --- Surgery. --- Minimally invasive surgery. --- Surgical oncology. --- Medicine & Public Health. --- Interventional Radiology. --- Imaging / Radiology. --- Surgical Oncology. --- Minimally Invasive Surgery. --- Oncologic surgery --- Oncological surgery --- Surgical oncology --- Surgery, Primitive --- Radiology, Interventional --- Medical radiology --- Radiological physics --- Physics --- Radiation --- Clinical sciences --- Medical profession --- Human biology --- Life sciences --- Medical sciences --- Physicians --- Excision --- Endoscopic surgery. --- Oncology . --- Radiology, Medical. --- Endosurgery --- Minimal access surgery --- Minimally invasive surgery --- MIS (Minimally invasive surgery) --- Operative endoscopy --- Surgical endoscopy --- Endoscopy --- Microsurgery --- Surgery, Operative --- Clinical radiology --- Radiology, Medical --- Radiology (Medicine) --- Medical physics --- Interventional radiology .
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Computer Graphics --- Diagnosis, Computer-Assisted --- Diagnostic Techniques and Procedures --- Computing Methodologies --- Data Display --- Diagnosis --- Information Science --- Decision Making, Computer-Assisted --- Computer-Aided Design --- Computer Simulation --- Diagnostic Imaging --- Image Interpretation, Computer-Assisted --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Medical Informatics Applications --- Medical Informatics --- Computer Science, Medical --- Health Informatics --- Health Information Technology --- Informatics, Clinical --- Informatics, Medical --- Information Science, Medical --- Clinical Informatics --- Medical Computer Science --- Medical Information Science --- Health Information Technologies --- Informatics, Health --- Information Technology, Health --- Medical Computer Sciences --- Medical Information Sciences --- Science, Medical Computer --- Technology, Health Information --- Computational Biology --- Biomedical Technology --- American Recovery and Reinvestment Act --- Application, Medical Informatics --- Applications, Medical Informatics --- Informatics Applications, Medical --- Informatics Application, Medical --- Medical Informatics Application --- Biomedical Engineering --- Image Interpretation, Computer Assisted --- Computer-Assisted Image Interpretation --- Computer-Assisted Image Interpretations --- Image Interpretations, Computer-Assisted --- Interpretation, Computer-Assisted Image --- Interpretations, Computer-Assisted Image --- Imaging, Diagnostic --- Imaging, Medical --- Medical Imaging --- Radiologic and Imaging Nursing --- Image Processing, Computer-Assisted --- Computerized Models --- In Silico --- Computer Models --- Models, Computer --- Computer Model --- Computer Simulations --- Computerized Model --- In Silicos --- Model, Computer --- Model, Computerized --- Models, Computerized --- Silico, In --- Silicos, In --- Simulation, Computer --- Simulations, Computer --- CAD-CAM --- Computer-Aided Manufacturing --- Computer-Assisted Design --- Computer-Assisted Manufacturing --- Computer Aided Design --- Computer Aided Manufacturing --- Computer Assisted Design --- Computer Assisted Manufacturing --- Computer-Aided Designs --- Computer-Assisted Designs --- Design, Computer-Aided --- Design, Computer-Assisted --- Designs, Computer-Aided --- Designs, Computer-Assisted --- Manufacturing, Computer-Aided --- Manufacturing, Computer-Assisted --- Drug Design --- Computer-Assisted Decision Making --- Medical Decision Making, Computer-Assisted --- Computer Assisted Decision Making --- Decision Making, Computer Assisted --- Medical Decision Making, Computer Assisted --- Information Sciences --- Science, Information --- Sciences, Information --- Antemortem Diagnosis --- Diagnoses and Examinations --- Examinations and Diagnoses --- Postmortem Diagnosis --- Antemortem Diagnoses --- Diagnoses --- Diagnoses, Antemortem --- Diagnoses, Postmortem --- Diagnosis, Antemortem --- Diagnosis, Postmortem --- Postmortem Diagnoses --- Disease --- Information Display --- Data Displays --- Display, Data --- Display, Information --- Displays, Data --- Displays, Information --- Information Displays --- High Performance Computing --- Methodologies, Computing --- Computing Methodology --- Computing, High Performance --- Methodology, Computing --- Performance Computing, High --- Diagnostic Technics and Procedures --- Technics and Procedures, Diagnostic --- Techniques and Procedures, Diagnostic --- Sensitivity and Specificity --- Computer-Assisted Diagnosis --- Computer Assisted Diagnosis --- Computer-Assisted Diagnoses --- Diagnoses, Computer-Assisted --- Diagnosis, Computer Assisted --- Computer Graphic --- Graphic, Computer --- Graphics, Computer --- diagnosis --- methods --- Diagnose --- Diagnostic Testing --- Testing, Diagnostic
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This book constitutes the refereed proceedings of the First Joint Conference; Computer Vision, Virtual Reality and Robotics in Medicine, CVRMed, and Medical Robotics and Computer-Assisted Surgery, MRCAS, held in Grenoble, France, in March 1997. The volume presents 76 regular revised papers and 16 clinical papers selected from a total of 161 submitted full papers. The volume offers highly innovative and promising research results in computer-assisted medicine and medical informatics. Among the areas covered are medical imaging, virtual reality, medical robotics, and computer-integrated therapy and surgery. The book is of relevance to clinicians, medical engineers, and computer scientists.
Computer vision in medicine --- Surgery --- Virtual reality in medicine --- Robotics in medicine --- Computer-Assisted surgery --- Surgical Procedures, Operative --- Diagnosis, Computer-Assisted --- Computer Systems --- Automation --- Computing Methodologies --- Decision Making, Computer-Assisted --- Diagnosis --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Technology --- Information Science --- Medical Informatics Applications --- Technology, Industry, and Agriculture --- Technology, Industry, Agriculture --- Medical Informatics --- Medical & Biomedical Informatics --- Medicine --- Health & Biological Sciences --- Data processing --- Computer Science, Medical --- Health Information Technology --- Informatics, Clinical --- Informatics, Medical --- Information Science, Medical --- Clinical Informatics --- Medical Computer Science --- Medical Information Science --- Health Information Technologies --- Information Technologies, Health --- Information Technology, Health --- Medical Computer Sciences --- Medical Information Sciences --- Science, Medical Computer --- Technologies, Health Information --- Technology, Health Information --- Application, Medical Informatics --- Applications, Medical Informatics --- Informatics Applications, Medical --- Informatics Application, Medical --- Medical Informatics Application --- Information Sciences --- Science, Information --- Sciences, Information --- Arts, Industrial --- Industrial Arts --- Antemortem Diagnosis --- Diagnoses and Examinations --- Examinations and Diagnoses --- Postmortem Diagnosis --- Antemortem Diagnoses --- Diagnoses --- Diagnoses, Antemortem --- Diagnoses, Postmortem --- Diagnosis, Antemortem --- Diagnosis, Postmortem --- Postmortem Diagnoses --- Disease --- Computer-Assisted Decision Making --- Medical Decision Making, Computer-Assisted --- Computer Assisted Decision Making --- Decision Making, Computer Assisted --- Medical Decision Making, Computer Assisted --- Automations --- Organization, Computer Systems --- Computer Architecture --- Computer Systems Development --- Computer Systems Evaluation --- Computer Systems Organization --- Real-Time Systems --- Architecture, Computer --- Architectures, Computer --- Computer Architectures --- Computer System --- Computer Systems Evaluations --- Development, Computer Systems --- Evaluation, Computer Systems --- Evaluations, Computer Systems --- Real Time Systems --- Real-Time System --- System, Computer --- System, Real-Time --- Systems, Computer --- Systems, Real-Time --- Computer-Assisted Diagnosis --- Computer Assisted Diagnosis --- Computer-Assisted Diagnoses --- Diagnoses, Computer-Assisted --- Diagnosis, Computer Assisted --- Ghost Surgery --- Operative Procedures --- Operative Surgical Procedure --- Operative Surgical Procedures --- Procedure, Operative Surgical --- Procedures, Operative Surgical --- Surgery, Ghost --- Surgical Procedure, Operative --- Operative Procedure --- Procedure, Operative --- Procedures, Operative --- Computer-aided surgery --- Image-guided surgery --- High Performance Computing --- Methodologies, Computing --- Computing Methodology --- Computing, High Performance --- Methodology, Computing --- Performance Computing, High --- diagnosis --- Computer science. --- Health informatics. --- Radiology. --- Surgery. --- User interfaces (Computer systems). --- Image processing. --- Robotics. --- Automation. --- Computer Science. --- User Interfaces and Human Computer Interaction. --- Robotics and Automation. --- Imaging / Radiology. --- Image Processing and Computer Vision. --- Health Informatics. --- Congresses --- Virtual reality in medecine --- Radiology, Medical. --- Computer vision. --- Medical records --- Data processing. --- EHR systems --- EHR technology --- EHRs (Electronic health records) --- Electronic health records --- Electronic medical records --- EMR systems --- EMRs (Electronic medical records) --- Information storage and retrieval systems --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Clinical radiology --- Radiology, Medical --- Radiology (Medicine) --- Medical physics --- Surgery, Primitive --- Informatics --- Science --- Medical care --- Optical data processing. --- Clinical informatics --- Health informatics --- Medical information science --- Information science --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Radiological physics --- Physics --- Radiation --- Automatic factories --- Automatic production --- Computer control --- Engineering cybernetics --- Factories --- Industrial engineering --- Mechanization --- Assembly-line methods --- Automatic control --- Automatic machinery --- CAD/CAM systems --- Robotics --- Machine theory --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction --- Optical equipment
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This book constitutes the refereed proceedings of the Third MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2012, held in Nice, France, in October 2012. The 10 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 15 submissions. The papers are divided on several topics on image analysis of visual or multimodal medical data (X-ray, MRI, CT, echo videos, time series data), machine learning of disease correlations in visual or multimodal data, algorithms for indexing and retrieval of data from visual or multimodal medical databases, disease model-building and clinical decision support systems based on visual or multimodal analysis, algorithms for medical image retrieval or classification, systems of retrieval or classification using the ImageCLEF collection.
Medical informatics --- Investigative Techniques --- Publication Formats --- Medical Informatics Applications --- Computing Methodologies --- Information Systems --- Information Science --- Medical Informatics --- Publication Characteristics --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Methods --- Decision Support Systems, Clinical --- Information Storage and Retrieval --- Decision Making, Computer-Assisted --- Congresses --- Image Processing, Computer-Assisted --- Engineering & Applied Sciences --- Computer Science --- Analysis, Computer-Assisted Image --- Computer-Assisted Image Analysis --- Computer-Assisted Image Processing --- Image Analysis, Computer-Assisted --- Image Reconstruction --- Computer Assisted Image Analysis --- Computer Assisted Image Processing --- Computer-Assisted Image Analyses --- Image Analyses, Computer-Assisted --- Image Analysis, Computer Assisted --- Image Processing, Computer Assisted --- Image Reconstructions --- Reconstruction, Image --- Reconstructions, Image --- Computer-Assisted Decision Making --- Medical Decision Making, Computer-Assisted --- Computer Assisted Decision Making --- Decision Making, Computer Assisted --- Medical Decision Making, Computer Assisted --- Data Files --- Data Linkage --- Data Retrieval --- Data Sources --- Data Storage --- Data Storage and Retrieval --- Information Extraction --- Information Storage --- Machine-Readable Data Files --- Information Retrieval --- Data File --- Data File, Machine-Readable --- Data Files, Machine-Readable --- Data Source --- Extraction, Information --- Files, Machine-Readable Data --- Information Extractions --- Machine Readable Data Files --- Machine-Readable Data File --- Retrieval, Data --- Storage, Data --- Clinical Decision Support --- Decision Support, Clinical --- Clinical Decision Support Systems --- Clinical Decision Supports --- Decision Supports, Clinical --- Support, Clinical Decision --- Supports, Clinical Decision --- Methodological Studies --- Methodological Study --- Procedures --- Studies, Methodological --- Study, Methodological --- Method --- Procedure --- Computer Science, Medical --- Health Information Technology --- Informatics, Clinical --- Informatics, Medical --- Information Science, Medical --- Clinical Informatics --- Medical Computer Science --- Medical Information Science --- Health Information Technologies --- Information Technologies, Health --- Information Technology, Health --- Medical Computer Sciences --- Medical Information Sciences --- Science, Medical Computer --- Technologies, Health Information --- Technology, Health Information --- Information Sciences --- Science, Information --- Sciences, Information --- Ancillary Information Systems --- Data Systems --- Emergency Care Information Systems --- Information Retrieval Systems --- Ancillary Information System --- Data System --- Information Retrieval System --- Information System --- Information System, Ancillary --- Information Systems, Ancillary --- System, Ancillary Information --- System, Data --- System, Information --- System, Information Retrieval --- Systems, Ancillary Information --- Systems, Data --- Systems, Information --- Systems, Information Retrieval --- High Performance Computing --- Methodologies, Computing --- Computing Methodology --- Computing, High Performance --- Methodology, Computing --- Performance Computing, High --- Application, Medical Informatics --- Applications, Medical Informatics --- Informatics Applications, Medical --- Informatics Application, Medical --- Medical Informatics Application --- Investigative Technics --- Investigative Technic --- Investigative Technique --- Technic, Investigative --- Technics, Investigative --- Technique, Investigative --- Techniques, Investigative --- Computer science. --- Data mining. --- Information storage and retrieval. --- Image processing. --- Pattern recognition. --- Management information systems. --- Computer Science. --- Information Storage and Retrieval. --- Information Systems Applications (incl. Internet). --- Pattern Recognition. --- Data Mining and Knowledge Discovery. --- Image Processing and Computer Vision. --- Management of Computing and Information Systems. --- Information storage and retrieva. --- Optical pattern recognition. --- Computer vision. --- Information Systems. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Application software. --- Optical data processing. --- Informatics --- Science --- EIS (Information systems) --- Executive information systems --- MIS (Information systems) --- Sociotechnical systems --- Information resources management --- Management --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Communication systems --- Optical equipment
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This book constitutes the refereed proceedings of the Third International Workshop on Machine Learning in Medical Imaging, MLMI 2012, held in conjunction with MICCAI 2012, in Nice, France, in October 2012. The 33 revised full papers presented were carefully reviewed and selected from 67 submissions. The main aim of this workshop is to help advance the scientific research within the broad field of machine learning in medical imaging. It focuses on major trends and challenges in this area, and it presents work aimed to identify new cutting-edge techniques and their use in medical imaging.
Machine learning --- Diagnostic imaging --- Artificial intelligence --- Publication Formats --- Computing Methodologies --- Investigative Techniques --- Diagnostic Imaging --- Information Science --- Diagnosis, Computer-Assisted --- Publication Characteristics --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Diagnosis --- Decision Making, Computer-Assisted --- Diagnostic Techniques and Procedures --- Medical Informatics Applications --- Medical Informatics --- Image Interpretation, Computer-Assisted --- Methods --- Artificial Intelligence --- Congresses --- Pattern Recognition, Automated --- Medicine --- Engineering & Applied Sciences --- Health & Biological Sciences --- Applied Physics --- Radiology, MRI, Ultrasonography & Medical Physics --- Data processing --- Medical applications --- Application, Medical Informatics --- Applications, Medical Informatics --- Informatics Applications, Medical --- Informatics Application, Medical --- Medical Informatics Application --- Diagnostic Technics and Procedures --- Technics and Procedures, Diagnostic --- Techniques and Procedures, Diagnostic --- Computer-Assisted Decision Making --- Medical Decision Making, Computer-Assisted --- Computer Assisted Decision Making --- Decision Making, Computer Assisted --- Medical Decision Making, Computer Assisted --- Antemortem Diagnosis --- Diagnoses and Examinations --- Examinations and Diagnoses --- Postmortem Diagnosis --- Antemortem Diagnoses --- Diagnoses --- Diagnoses, Antemortem --- Diagnoses, Postmortem --- Diagnosis, Antemortem --- Diagnosis, Postmortem --- Postmortem Diagnoses --- Disease --- Computer-Assisted Diagnosis --- Computer Assisted Diagnosis --- Computer-Assisted Diagnoses --- Diagnoses, Computer-Assisted --- Diagnosis, Computer Assisted --- Information Sciences --- Science, Information --- Sciences, Information --- Imaging, Diagnostic --- Imaging, Medical --- Medical Imaging --- Investigative Technics --- Investigative Technic --- Investigative Technique --- Technic, Investigative --- Technics, Investigative --- Technique, Investigative --- Techniques, Investigative --- High Performance Computing --- Methodologies, Computing --- Computing Methodology --- Computing, High Performance --- Methodology, Computing --- Performance Computing, High --- Clinical imaging --- Medical diagnostic imaging --- Medical imaging --- Noninvasive medical imaging --- Learning, Machine --- Automated Pattern Recognition --- Pattern Recognition System --- Pattern Recognition Systems --- Computational Intelligence --- AI (Artificial Intelligence) --- Computer Reasoning --- Computer Vision Systems --- Knowledge Acquisition (Computer) --- Knowledge Representation (Computer) --- Machine Intelligence --- Acquisition, Knowledge (Computer) --- Computer Vision System --- Intelligence, Artificial --- Intelligence, Computational --- Intelligence, Machine --- Knowledge Representations (Computer) --- Reasoning, Computer --- Representation, Knowledge (Computer) --- System, Computer Vision --- Systems, Computer Vision --- Vision System, Computer --- Vision Systems, Computer --- Methodological Studies --- Methodological Study --- Procedures --- Studies, Methodological --- Study, Methodological --- Method --- Procedure --- Image Interpretation, Computer Assisted --- Computer-Assisted Image Interpretation --- Computer-Assisted Image Interpretations --- Image Interpretations, Computer-Assisted --- Interpretation, Computer-Assisted Image --- Interpretations, Computer-Assisted Image --- Computer Science, Medical --- Health Information Technology --- Informatics, Clinical --- Informatics, Medical --- Information Science, Medical --- Clinical Informatics --- Medical Computer Science --- Medical Information Science --- Health Information Technologies --- Information Technologies, Health --- Information Technology, Health --- Medical Computer Sciences --- Medical Information Sciences --- Science, Medical Computer --- Technologies, Health Information --- Technology, Health Information --- methods --- diagnosis --- Computer science. --- Database management. --- Artificial intelligence. --- Computer graphics. --- Image processing. --- Pattern recognition. --- Computer Science. --- Image Processing and Computer Vision. --- Pattern Recognition. --- Artificial Intelligence (incl. Robotics). --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Database Management. --- Computer Graphics. --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Computer art --- Graphic arts --- Electronic data processing --- Engineering graphics --- Image processing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Informatics --- Science --- Digital techniques --- Computer vision. --- Optical pattern recognition. --- Artificial Intelligence. --- Pattern perception --- Perceptrons --- Visual discrimination --- Machine vision --- Vision, Computer --- Pattern recognition systems --- Optical data processing. --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment --- MLMI --- MICCAI
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Brain imaging brings together the technology, methodology, research questions and approaches of a wide range of scientific fields including physics, statistics, computer science, neuroscience, biology, and engineering. Thus, methodological and technological advances that enable us to obtain measurements, examine relationships across observations, and link these data to neuroscientific hypotheses happen in a highly interdisciplinary environment. The dynamic field of machine learning with its modern approach to data mining provides many relevant approaches for neuroscience and enables the exploration of open questions. This state-of-the-art survey offers a collection of papers from the Workshop on Machine Learning and Interpretation in Neuroimaging, MLINI 2011, held at the 25th Annual Conference on Neural Information Processing, NIPS 2011, in the Sierra Nevada, Spain, in December 2011. Additionally, invited speakers agreed to contribute reviews on various aspects of the field, adding breadth and perspective to the volume. The 32 revised papers were carefully selected from 48 submissions. At the interface between machine learning and neuroimaging the papers aim at shedding some light on the state of the art in this interdisciplinary field. They are organized in topical sections on coding and decoding, neuroscience, dynamcis, connectivity, and probabilistic models and machine learning.
Machine learning --- Artificial intelligence --- Brain --- Diagnosis, Computer-Assisted --- Computing Methodologies --- Diagnostic Imaging --- Decision Making, Computer-Assisted --- Information Science --- Diagnosis --- Diagnostic Techniques and Procedures --- Medical Informatics Applications --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Medical Informatics --- Image Interpretation, Computer-Assisted --- Artificial Intelligence --- Engineering & Applied Sciences --- Electrical & Computer Engineering --- Computer Science --- Technology - General --- Electrical Engineering --- Applied Physics --- Medical applications --- Imaging --- Data processing --- Computational Intelligence --- AI (Artificial Intelligence) --- Computer Reasoning --- Computer Vision Systems --- Knowledge Acquisition (Computer) --- Knowledge Representation (Computer) --- Machine Intelligence --- Acquisition, Knowledge (Computer) --- Computer Vision System --- Intelligence, Artificial --- Intelligence, Computational --- Intelligence, Machine --- Knowledge Representations (Computer) --- Reasoning, Computer --- Representation, Knowledge (Computer) --- System, Computer Vision --- Systems, Computer Vision --- Vision System, Computer --- Vision Systems, Computer --- Image Interpretation, Computer Assisted --- Computer-Assisted Image Interpretation --- Computer-Assisted Image Interpretations --- Image Interpretations, Computer-Assisted --- Interpretation, Computer-Assisted Image --- Interpretations, Computer-Assisted Image --- Computer Science, Medical --- Health Information Technology --- Informatics, Clinical --- Informatics, Medical --- Information Science, Medical --- Clinical Informatics --- Medical Computer Science --- Medical Information Science --- Health Information Technologies --- Information Technologies, Health --- Information Technology, Health --- Medical Computer Sciences --- Medical Information Sciences --- Science, Medical Computer --- Technologies, Health Information --- Technology, Health Information --- Application, Medical Informatics --- Applications, Medical Informatics --- Informatics Applications, Medical --- Informatics Application, Medical --- Medical Informatics Application --- Diagnostic Technics and Procedures --- Technics and Procedures, Diagnostic --- Techniques and Procedures, Diagnostic --- Antemortem Diagnosis --- Diagnoses and Examinations --- Examinations and Diagnoses --- Postmortem Diagnosis --- Antemortem Diagnoses --- Diagnoses --- Diagnoses, Antemortem --- Diagnoses, Postmortem --- Diagnosis, Antemortem --- Diagnosis, Postmortem --- Postmortem Diagnoses --- Disease --- Information Sciences --- Science, Information --- Sciences, Information --- Computer-Assisted Decision Making --- Medical Decision Making, Computer-Assisted --- Computer Assisted Decision Making --- Decision Making, Computer Assisted --- Medical Decision Making, Computer Assisted --- Imaging, Diagnostic --- Imaging, Medical --- Medical Imaging --- High Performance Computing --- Methodologies, Computing --- Computing Methodology --- Computing, High Performance --- Methodology, Computing --- Performance Computing, High --- Computer-Assisted Diagnosis --- Computer Assisted Diagnosis --- Computer-Assisted Diagnoses --- Diagnoses, Computer-Assisted --- Diagnosis, Computer Assisted --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Learning, Machine --- methods --- diagnosis --- Computer science. --- Mathematical statistics. --- Data mining. --- Computer graphics. --- Image processing. --- Pattern recognition. --- Application software. --- Computer Science. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Pattern Recognition. --- Data Mining and Knowledge Discovery. --- Probability and Statistics in Computer Science. --- Image Processing and Computer Vision. --- Computer Applications. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Computer art --- Graphic arts --- Electronic data processing --- Engineering graphics --- Image processing --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Informatics --- Science --- Digital techniques --- Statistical methods --- Computer vision. --- Optical pattern recognition. --- Pattern perception --- Perceptrons --- Visual discrimination --- Machine vision --- Vision, Computer --- Pattern recognition systems --- Cerebrum --- Mind --- Central nervous system --- Head --- Optical data processing. --- Optical computing --- Visual data processing --- Bionics --- Integrated optics --- Photonics --- Computers --- Optical equipment
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This book constitutes the refereed proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI'98, held in Cambridge, MA, USA, in October 1998. The 134 revised papers presented were carefully selected from a total of 243 submissions. The book is divided into topical sections on surgical planning, surgical navigation and measurements, cardiac image analysis, medical robotic systems, surgical systems and simulators, segmentation, computational neuroanatomy, biomechanics, detection in medical images, data acquisition and processing, neurosurgery and neuroscience, shape analysis, feature extraction, registration, and ultrasound.
Imaging systems in medicine --- Image analysis --- Image processing --- Operations, Surgical --- Diagnostic imaging --- Image Interpretation, Computer-Assisted --- Image Processing, Computer-Assisted --- Surgical Procedures, Operative --- Surgical Instruments --- Data processing --- Congresses --- Digital techniques --- methods --- Methods --- Surgical Equipment --- Computing Methodologies --- Equipment and Supplies --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Diagnostic Imaging --- Diagnosis, Computer-Assisted --- Investigative Techniques --- Publication Formats --- Diagnostic Techniques and Procedures --- Diagnosis --- Information Science --- Decision Making, Computer-Assisted --- Publication Characteristics --- Medical Informatics Applications --- Medical Informatics --- Biomedical Engineering --- Health & Biological Sciences --- Computer Science, Medical --- Health Information Technology --- Informatics, Clinical --- Informatics, Medical --- Information Science, Medical --- Clinical Informatics --- Medical Computer Science --- Medical Information Science --- Health Information Technologies --- Information Technologies, Health --- Information Technology, Health --- Medical Computer Sciences --- Medical Information Sciences --- Science, Medical Computer --- Technologies, Health Information --- Technology, Health Information --- Application, Medical Informatics --- Applications, Medical Informatics --- Informatics Applications, Medical --- Informatics Application, Medical --- Medical Informatics Application --- Computer-Assisted Decision Making --- Medical Decision Making, Computer-Assisted --- Computer Assisted Decision Making --- Decision Making, Computer Assisted --- Medical Decision Making, Computer Assisted --- Medical imaging systems --- Information Sciences --- Science, Information --- Sciences, Information --- Antemortem Diagnosis --- Diagnoses and Examinations --- Examinations and Diagnoses --- Postmortem Diagnosis --- Antemortem Diagnoses --- Diagnoses --- Diagnoses, Antemortem --- Diagnoses, Postmortem --- Diagnosis, Antemortem --- Diagnosis, Postmortem --- Postmortem Diagnoses --- Disease --- Diagnostic Technics and Procedures --- Technics and Procedures, Diagnostic --- Techniques and Procedures, Diagnostic --- Investigative Technics --- Investigative Technic --- Investigative Technique --- Technic, Investigative --- Technics, Investigative --- Technique, Investigative --- Techniques, Investigative --- Computer-Assisted Diagnosis --- Computer Assisted Diagnosis --- Computer-Assisted Diagnoses --- Diagnoses, Computer-Assisted --- Diagnosis, Computer Assisted --- Imaging, Diagnostic --- Imaging, Medical --- Medical Imaging --- Device, Medical --- Devices, Medical --- Equipment --- Inventories --- Medical Device --- Supplies --- Apparatus and Instruments --- Devices --- Medical Devices --- Device --- Instruments and Apparatus --- Inventory --- Supplies and Equipment --- High Performance Computing --- 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Methodological --- Method --- Procedure --- Analysis, Computer-Assisted Image --- Computer-Assisted Image Analysis --- Computer-Assisted Image Processing --- Image Analysis, Computer-Assisted --- Image Reconstruction --- Computer Assisted Image Analysis --- Computer Assisted Image Processing --- Computer-Assisted Image Analyses --- Image Analyses, Computer-Assisted --- Image Analysis, Computer Assisted --- Image Processing, Computer Assisted --- Image Reconstructions --- Reconstruction, Image --- Reconstructions, Image --- Image Interpretation, Computer Assisted --- Computer-Assisted Image Interpretation --- Computer-Assisted Image Interpretations --- Image Interpretations, Computer-Assisted --- Interpretation, Computer-Assisted Image --- Interpretations, Computer-Assisted Image --- Ghost Surgery --- Operative Procedures --- Operative Surgical Procedure --- Operative Surgical Procedures --- Procedure, Operative Surgical --- Procedures, Operative Surgical --- Surgery, Ghost --- Surgical 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Respiratory motion causes an important uncertainty in radiotherapy planning of the thorax and upper abdomen. The main objective of radiation therapy is to eradicate or shrink tumor cells without damaging the surrounding tissue by delivering a high radiation dose to the tumor region and a dose as low as possible to healthy organ tissues. Meeting this demand remains a challenge especially in case of lung tumors due to breathing-induced tumor and organ motion where motion amplitudes can measure up to several centimeters. Therefore, modeling of respiratory motion has become increasingly important in radiation therapy. With 4D imaging techniques spatiotemporal image sequences can be acquired to investigate dynamic processes in the patient’s body. Furthermore, image registration enables the estimation of the breathing-induced motion and the description of the temporal change in position and shape of the structures of interest by establishing the correspondence between images acquired at different phases of the breathing cycle. In radiation therapy these motion estimations are used to define accurate treatment margins, e.g. to calculate dose distributions and to develop prediction models for gated or robotic radiotherapy. In this book, the increasing role of image registration and motion estimation algorithms for the interpretation of complex 4D medical image sequences is illustrated. Different 4D CT image acquisition techniques and conceptually different motion estimation algorithms are presented. The clinical relevance is demonstrated by means of example applications which are related to the radiation therapy of thoracic and abdominal tumors. The state of the art and perspectives are shown by an insight into the current field of research. The book is addressed to biomedical engineers, medical physicists, researchers and physicians working in the fields of medical image analysis, radiology and radiation therapy.
Fourth dimension. --- Radiotherapy. --- Respiration --- Tomography, X-Ray Computed --- Statistics as Topic --- Epidemiologic Research Design --- Diagnosis, Computer-Assisted --- Diagnostic Imaging --- Therapy, Computer-Assisted --- Mathematical Concepts --- Radiotherapy, Computer-Assisted --- Imaging, Three-Dimensional --- Physical Processes --- Epidemiologic Methods --- Health Care Evaluation Mechanisms --- Diagnosis --- Radiographic Image Enhancement --- Diagnostic Techniques and Procedures --- Tomography, X-Ray --- Physical Phenomena --- Phenomena and Processes --- Respiratory Physiological Processes --- Therapeutics --- Decision Making, Computer-Assisted --- Radiography --- Respiratory Physiological Phenomena --- Tomography --- Quality of Health Care --- Public Health --- Investigative Techniques --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Medical Informatics Applications --- Medical Informatics --- Circulatory and Respiratory Physiological Phenomena --- Environment and Public Health --- Health Care Quality, Access, and Evaluation --- Health Care --- Information Science --- Four-Dimensional Computed Tomography --- Radiotherapy Planning, Computer-Assisted --- Sensitivity and Specificity --- Motion --- Respiratory Mechanics --- Image Interpretation, Computer-Assisted --- Physics --- Medicine --- Health & Biological Sciences --- Physical Sciences & Mathematics --- Radiology, MRI, Ultrasonography & Medical Physics --- Light & Optics --- Image Interpretation, Computer Assisted --- Computer-Assisted Image Interpretation --- Computer-Assisted Image Interpretations --- Image Interpretations, Computer-Assisted --- Interpretation, Computer-Assisted Image --- Interpretations, Computer-Assisted Image --- Breathing Mechanics --- Breathing Mechanic --- Mechanic, Breathing --- Mechanic, Respiratory --- Mechanics, Breathing --- Mechanics, Respiratory --- Respiratory Mechanic --- Motions --- Sensitivity --- Specificity --- Specificity and Sensitivity --- Planning, Computer-Assisted Radiotherapy --- Computer-Assisted Radiotherapy Planning --- Dosimetry Calculations, Computer-Assisted --- Calculation, Computer-Assisted Dosimetry --- Calculations, Computer-Assisted Dosimetry --- Computer Assisted Radiotherapy Planning --- Computer-Assisted Dosimetry Calculation --- Computer-Assisted Dosimetry Calculations --- Dosimetry Calculation, Computer-Assisted --- Dosimetry Calculations, Computer Assisted --- Planning, Computer Assisted Radiotherapy --- Radiotherapy Planning, Computer Assisted --- Information Sciences --- Science, Information --- Sciences, Information --- Community-Based Distribution --- Contraceptive Distribution --- Delivery of Healthcare --- Dental Care Delivery --- Distribution, Non-Clinical --- Distribution, Nonclinical --- Distributional Activities --- Healthcare --- Healthcare Delivery --- Healthcare Systems --- Non-Clinical Distribution --- Nonclinical Distribution --- Delivery of Dental Care --- Health Care Delivery --- Health Care Systems --- Activities, Distributional --- Activity, Distributional --- Care, Health --- Community Based Distribution --- Community-Based Distributions --- Contraceptive Distributions --- Deliveries, Healthcare --- Delivery, Dental Care --- Delivery, Health Care --- Delivery, Healthcare --- Distribution, Community-Based --- Distribution, Contraceptive --- Distribution, Non Clinical --- Distributional Activity --- Distributions, Community-Based --- Distributions, Contraceptive --- Distributions, Non-Clinical --- Distributions, Nonclinical --- Health Care System --- Healthcare Deliveries --- Healthcare System --- Non Clinical Distribution --- Non-Clinical Distributions --- Nonclinical Distributions --- System, Health Care --- System, Healthcare --- Systems, Health Care --- Systems, Healthcare --- Healthcare Quality, Access, and Evaluation --- Circulatory and Respiratory Physiological Phenomenon --- Physiology, Circulatory and Respiratory --- Circulatory and Respiratory Physiology --- Computer Science, Medical --- Health Information Technology --- Informatics, Clinical --- Informatics, Medical --- Information Science, Medical --- Clinical Informatics --- Medical Computer Science --- Medical Information Science --- Health Information Technologies --- Information Technologies, Health --- Information Technology, Health --- Medical Computer Sciences --- Medical Information Sciences --- Science, Medical Computer --- Technologies, Health Information --- Technology, Health Information --- Application, Medical Informatics --- Applications, Medical Informatics --- Informatics Applications, Medical --- Informatics Application, Medical --- Medical Informatics Application --- Investigative Technics --- Investigative Technic --- Investigative Technique --- Technic, Investigative --- Technics, Investigative --- Technique, Investigative --- Techniques, Investigative --- Environment, Preventive Medicine & Public Health --- Environment, Preventive Medicine and Public Health --- Health, Public --- Quality of Care --- Quality of Healthcare --- Care Qualities --- Care Quality --- Health Care Quality --- Healthcare Quality --- Tomographies --- Physiology, Respiratory --- Pulmonary Physiological Phenomena --- Pulmonary Physiological Phenomenon --- Pulmonary Physiological Process --- Pulmonary Physiological Processes --- Respiratory Physiological Concepts --- Respiratory Physiological Phenomenon --- Respiratory Physiological Process --- Respiratory Physiologic Processes --- Respiratory Physiology --- Concept, Respiratory Physiological --- Concepts, Respiratory Physiological --- Phenomena, Pulmonary Physiological --- Phenomena, Respiratory Physiological --- Phenomenas, Pulmonary Physiological --- Phenomenas, Respiratory Physiological --- Phenomenon, Pulmonary Physiological --- Phenomenon, Respiratory Physiological --- Phenomenons, Pulmonary Physiological --- Phenomenons, Respiratory Physiological --- Physiologic Processes, Respiratory --- Physiological Concept, Respiratory --- Physiological Concepts, Respiratory --- Physiological Phenomena, Pulmonary --- Physiological Phenomena, Respiratory --- Physiological Phenomenas, Pulmonary --- Physiological Phenomenas, Respiratory --- Physiological Phenomenon, Pulmonary --- Physiological Phenomenon, Respiratory --- Physiological Phenomenons, Pulmonary --- Physiological Phenomenons, Respiratory --- Physiological Process, Pulmonary --- Physiological Process, Respiratory --- Physiological Processes, Pulmonary --- Physiological Processes, Respiratory --- Process, Pulmonary Physiological --- Process, Respiratory Physiological --- Processes, Pulmonary Physiological --- Pulmonary Physiological Phenomenas --- Pulmonary Physiological Phenomenons --- Respiratory Physiological Concept --- Respiratory Physiological Phenomenas --- Respiratory Physiological Phenomenons --- Respiratory System --- Diagnostic X-Ray --- Diagnostic X-Ray Radiology --- X-Ray Radiology, Diagnostic --- Radiology, Diagnostic X-Ray --- Roentgenography --- X-Ray, Diagnostic --- Diagnostic X Ray --- Diagnostic X Ray Radiology --- Diagnostic X-Rays --- Radiology, Diagnostic X Ray --- X Ray Radiology, Diagnostic --- X Ray, Diagnostic --- X-Rays, Diagnostic --- Computer-Assisted Decision Making --- Medical Decision Making, Computer-Assisted --- Computer Assisted Decision Making --- Decision Making, Computer Assisted --- Medical Decision Making, Computer Assisted --- Therapy --- Treatment --- Therapeutic --- Therapies --- Treatments --- Disease --- Physical Phenomenon --- Physical Process --- Physical Concepts --- Concept, Physical --- Concepts, Physical --- Phenomena, Physical --- Phenomenon, Physical --- Physical Concept --- Process, Physical --- Processes, Physical --- Radiographic Tomography --- Tomography, Radiographic --- Tomography, X Ray --- Tomography, Xray --- Transmission Tomography --- X Ray Tomography --- Xray Tomography --- Tomography, Transmission --- X-Ray Tomography --- Zonography --- Diagnostic Technics and Procedures --- Technics and Procedures, Diagnostic --- Techniques and Procedures, Diagnostic --- Image Enhancement, Radiographic --- Radiography, Digital --- Digital Radiography --- Enhancement, Radiographic Image --- Enhancements, Radiographic Image --- Image Enhancements, Radiographic --- Radiographic Image Enhancements --- Antemortem Diagnosis --- Diagnoses and Examinations --- Examinations and Diagnoses --- Postmortem Diagnosis --- Antemortem Diagnoses --- Diagnoses --- Diagnoses, Antemortem --- Diagnoses, Postmortem --- Diagnosis, Antemortem --- Diagnosis, Postmortem --- Postmortem Diagnoses --- Healthcare Evaluation Mechanisms --- Evaluation Mechanism, Healthcare --- Evaluation Mechanisms, Healthcare --- Healthcare Evaluation Mechanism --- Mechanism, Healthcare Evaluation --- Mechanisms, Healthcare Evaluation --- Epidemiologic Method --- Epidemiological Methods --- Methods, Epidemiologic --- Epidemiological Method --- Method, Epidemiologic --- Method, Epidemiological --- Methods, Epidemiological --- Epidemiology --- 3-D Image --- 3-D Imaging --- Computer-Generated 3D Imaging --- Three-Dimensional Image --- Three-Dimensional Imaging, Computer Generated --- Computer-Assisted Three-Dimensional Imaging --- Imaging, Three-Dimensional, Computer Assisted --- 3 D Image --- 3 D Imaging --- 3-D Images --- 3-D Imagings --- 3D Imaging, Computer-Generated --- 3D Imagings, Computer-Generated --- Computer Assisted Three Dimensional Imaging --- Computer Generated 3D Imaging --- Computer-Assisted Three-Dimensional Imagings --- Computer-Generated 3D Imagings --- Image, 3-D --- Image, Three-Dimensional --- Images, 3-D --- Images, Three-Dimensional --- Imaging, 3-D --- Imaging, Computer-Assisted Three-Dimensional --- Imaging, Computer-Generated 3D --- Imaging, Three Dimensional --- Imagings, 3-D --- Imagings, Computer-Assisted Three-Dimensional --- Imagings, Computer-Generated 3D --- Imagings, Three-Dimensional --- Three Dimensional Image --- Three Dimensional Imaging, Computer Generated --- Three-Dimensional Images --- Three-Dimensional Imaging --- Three-Dimensional Imaging, Computer-Assisted --- Three-Dimensional Imagings --- Three-Dimensional Imagings, Computer-Assisted --- Computer-Assisted Radiation Therapy --- Computer-Assisted Radiotherapy --- Radiation Therapy, Computer-Assisted --- Computer Assisted Radiation Therapy --- Computer Assisted Radiotherapy --- Computer-Assisted Radiation Therapies --- Computer-Assisted Radiotherapies --- Radiation Therapies, Computer-Assisted --- Radiation Therapy, Computer Assisted --- Radiotherapies, Computer-Assisted --- Radiotherapy, Computer Assisted --- Therapies, Computer-Assisted Radiation --- Therapy, Computer-Assisted Radiation --- Concept, Mathematical --- Concepts, Mathematical --- Mathematical Concept --- Computer-Assisted Protocol-Directed Therapy --- Therapy, Computer-Assisted Protocol-Directed --- Computer-Assisted Therapy --- Protocol-Directed Therapy, Computer-Assisted --- Computer Assisted Protocol Directed Therapy --- Computer Assisted Therapy --- Computer-Assisted Protocol-Directed Therapies --- Computer-Assisted Therapies --- Protocol Directed Therapy, Computer Assisted --- Protocol-Directed Therapies, Computer-Assisted --- Therapies, Computer-Assisted --- Therapies, Computer-Assisted Protocol-Directed --- Therapy, Computer Assisted --- Therapy, Computer Assisted Protocol Directed --- Imaging, Diagnostic --- Imaging, Medical --- Medical Imaging --- Computer-Assisted Diagnosis --- Computer Assisted Diagnosis --- Computer-Assisted Diagnoses --- Diagnoses, Computer-Assisted --- Diagnosis, Computer Assisted --- Design, Epidemiologic Research --- Designs, Epidemiologic Research --- Epidemiologic Research Designs --- Epidemiological Research Design --- Research Design, Epidemiologic --- Research Designs, Epidemiologic --- Design, Epidemiological Research --- Designs, Epidemiological Research --- Epidemiological Research Designs --- Research Design, Epidemiological --- Research Designs, Epidemiological --- Area Analysis --- Correlation Studies --- Correlation Study --- Correlation of Data --- Data Analysis --- Estimation Technics --- Estimation Techniques --- Indirect Estimation Technics --- Indirect Estimation Techniques --- Multiple Classification Analysis --- Service Statistics --- Statistical Study --- Statistics, Service --- Tables and Charts as Topic --- Analyses, Area --- Analyses, Data --- Analyses, Multiple Classification --- Analysis, Area --- Analysis, Data --- Analysis, Multiple Classification --- Area Analyses --- Classification Analyses, Multiple --- Classification Analysis, Multiple --- Data Analyses --- Data Correlation --- Data Correlations --- Estimation Technic --- Estimation Technic, Indirect --- Estimation Technics, Indirect --- Estimation Technique --- Estimation Technique, Indirect --- Estimation Techniques, Indirect --- Indirect Estimation Technic --- Indirect Estimation Technique --- Multiple Classification Analyses --- Statistical Studies --- Studies, Correlation --- Studies, Statistical --- Study, Correlation --- Study, Statistical --- Technic, Estimation --- Technic, Indirect Estimation --- Technics, Estimation --- Technics, Indirect Estimation --- Technique, Estimation --- Technique, Indirect Estimation --- Techniques, Estimation --- Techniques, Indirect Estimation --- CAT Scan, X Ray --- CT X Ray --- Computed Tomography, X-Ray --- Computed X Ray Tomography --- Computerized Tomography, X Ray --- Electron Beam Tomography --- Tomography, X Ray Computed --- Tomography, X-Ray Computer Assisted --- Tomography, X-Ray Computerized --- Tomography, X-Ray Computerized Axial --- Tomography, Xray Computed --- X Ray Computerized Tomography --- X Ray Tomography, Computed --- X-Ray Computer Assisted Tomography --- X-Ray Computerized Axial Tomography --- CAT Scan, X-Ray --- CT Scan, X-Ray --- Cine-CT --- Computerized Tomography, X-Ray --- Electron Beam Computed Tomography --- Tomodensitometry --- Tomography, Transmission Computed --- X-Ray Tomography, Computed --- Beam Tomography, Electron --- CAT Scans, X-Ray --- CT Scan, X Ray --- CT Scans, X-Ray --- CT X Rays --- Cine CT --- Computed Tomography, Transmission --- Computed Tomography, X Ray --- Computed Tomography, Xray --- Computed X-Ray Tomography --- Scan, X-Ray CAT --- Scan, X-Ray CT --- Scans, X-Ray CAT --- Scans, X-Ray CT --- Tomographies, Computed X-Ray --- Tomography, Computed X-Ray --- Tomography, Electron Beam --- Tomography, X Ray Computer Assisted --- Tomography, X Ray Computerized --- Tomography, X Ray Computerized Axial --- Transmission Computed Tomography --- X Ray Computer Assisted Tomography --- X Ray Computerized Axial Tomography --- X Ray, CT --- X Rays, CT --- X-Ray CAT Scan --- X-Ray CAT Scans --- X-Ray CT Scan --- X-Ray CT Scans --- X-Ray Computed Tomography --- X-Ray Computerized Tomography --- Xray Computed Tomography --- Breathing --- physiology --- therapy --- methods --- diagnosis --- 4D CAT Scan --- 4D CT --- 4D CT Scan --- 4D Computed Tomography --- Four-Dimensional CAT Scan --- Four-Dimensional CT --- Four-Dimensional CT Scan --- 4D CAT Scans --- 4D CT Scans --- CAT Scan, 4D --- CAT Scan, Four-Dimensional --- CAT Scans, 4D --- CAT Scans, Four-Dimensional --- CT Scan, 4D --- CT Scan, Four-Dimensional --- CT Scans, 4D --- CT Scans, Four-Dimensional --- CT, Four-Dimensional --- CTs, Four-Dimensional --- Computed Tomography, 4D --- Computed Tomography, Four-Dimensional --- Four Dimensional CAT Scan --- Four Dimensional CT --- Four Dimensional CT Scan --- Four Dimensional Computed Tomography --- Four-Dimensional CAT Scans --- Four-Dimensional CT Scans --- Scan, 4D CAT --- Scan, 4D CT --- Scan, Four-Dimensional CAT --- Scan, Four-Dimensional CT --- Scans, 4D CAT --- Scans, 4D CT --- Scans, Four-Dimensional CAT --- Scans, Four-Dimensional CT --- Tomography, Four-Dimensional Computed --- Physics. --- Nuclear medicine. --- Respiratory organs --- Medical physics. --- Radiation. --- Biomedical engineering. --- Medical and Radiation Physics. --- Biological and Medical Physics, Biophysics. --- Pneumology/Respiratory System. --- Biomedical Engineering. --- Nuclear Medicine. --- Diseases. --- Pneumology. --- Biomedical Engineering and Bioengineering. --- Clinical engineering --- Medical engineering --- Bioengineering --- Biophysics --- Engineering --- Health physics --- Health radiation physics --- Medical radiation physics --- Radiotherapy physics --- Radiation therapy physics --- Atomic medicine --- Radioisotopes in medicine --- Medical radiology --- Radioactive tracers --- Radioactivity --- Physiological effect --- Biophysics. --- Biological physics. --- Respiratory organs—Diseases. --- Biological physics --- Biology --- Medical sciences --- Radiology
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